Working a solution through

What gets in the way

• The solution is not obvious — you need a verified analysis, not a quick answer.
• You need a document with reasoning — to attach to a task or show the team.
• You need to compare options and choose with arguments.

You pose the question, and two agents — an analyst and a reviewer — work it through using your code and connected sources — tracker tickets, Confluence and Notion pages, documents on Drive — in several steps, checking each other’s conclusions. Solution options are examined and compared, and the choice comes with arguments. The result is a structured document (question, options, a reasoned recommendation), not scattered chat answers, exportable to PDF.

You attach finished research to a task. Here, for example, a task about an incremental search index has three analyses attached at once — cache invalidation, the choice of index variant and the inverted index design. Development starts from verified facts rather than guesses — the research sits next to the specification.

A well-prepared task breaks down into a plan with confidence: the system splits it into subtasks and builds them in order of dependencies. Here one search index unfolded into 17 subtasks across 7 stages — you see what is done, what is in progress and what is ahead.